EP3819822A4 - Image identification method and apparatus, system, and storage medium - Google Patents

Image identification method and apparatus, system, and storage medium Download PDF

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Publication number
EP3819822A4
EP3819822A4 EP19886675.8A EP19886675A EP3819822A4 EP 3819822 A4 EP3819822 A4 EP 3819822A4 EP 19886675 A EP19886675 A EP 19886675A EP 3819822 A4 EP3819822 A4 EP 3819822A4
Authority
EP
European Patent Office
Prior art keywords
storage medium
identification method
image identification
image
medium
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP19886675.8A
Other languages
German (de)
French (fr)
Other versions
EP3819822A1 (en
Inventor
Zijian ZHANG
Zhongqian SUN
Xinghui FU
Wei Yang
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Tencent Technology Shenzhen Co Ltd
Original Assignee
Tencent Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Tencent Technology Shenzhen Co Ltd filed Critical Tencent Technology Shenzhen Co Ltd
Publication of EP3819822A1 publication Critical patent/EP3819822A1/en
Publication of EP3819822A4 publication Critical patent/EP3819822A4/en
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/11—Region-based segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/10—Segmentation; Edge detection
    • G06T7/174—Segmentation; Edge detection involving the use of two or more images
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30028—Colon; Small intestine
    • G06T2207/30032—Colon polyp
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Data Mining & Analysis (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Quality & Reliability (AREA)
  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Image Analysis (AREA)
EP19886675.8A 2018-11-23 2019-11-01 Image identification method and apparatus, system, and storage medium Pending EP3819822A4 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201811410221.0A CN109670532B (en) 2018-11-23 2018-11-23 Method, device and system for identifying abnormality of biological organ tissue image
PCT/CN2019/115117 WO2020103676A1 (en) 2018-11-23 2019-11-01 Image identification method and apparatus, system, and storage medium

Publications (2)

Publication Number Publication Date
EP3819822A1 EP3819822A1 (en) 2021-05-12
EP3819822A4 true EP3819822A4 (en) 2021-09-29

Family

ID=66142236

Family Applications (1)

Application Number Title Priority Date Filing Date
EP19886675.8A Pending EP3819822A4 (en) 2018-11-23 2019-11-01 Image identification method and apparatus, system, and storage medium

Country Status (4)

Country Link
US (1) US11869227B2 (en)
EP (1) EP3819822A4 (en)
CN (1) CN109670532B (en)
WO (1) WO2020103676A1 (en)

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CN113468938A (en) * 2020-07-31 2021-10-01 成都通甲优博科技有限责任公司 Traffic image recognition method and device, image processing equipment and readable storage medium
CN111931424B (en) * 2020-08-12 2024-04-16 北京卫星环境工程研究所 Method, device, equipment and storage medium for equalizing abnormal data
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CN112329721B (en) * 2020-11-26 2023-04-25 上海电力大学 Remote sensing small target detection method for model lightweight design
CN112818970B (en) * 2021-01-28 2023-07-21 北京科技大学设计研究院有限公司 Universal detection method for identifying steel coil spray code
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CN113205512B (en) * 2021-05-26 2023-10-24 北京市商汤科技开发有限公司 Image anomaly detection method, device, equipment and computer readable storage medium
CN113361413A (en) * 2021-06-08 2021-09-07 南京三百云信息科技有限公司 Mileage display area detection method, device, equipment and storage medium
CN113469057B (en) * 2021-07-02 2023-04-28 中南大学 Fire eye video self-adaptive detection method, device, equipment and medium
CN113610006B (en) * 2021-08-09 2023-09-08 中电科大数据研究院有限公司 Overtime labor discrimination method based on target detection model
CN113763389B (en) * 2021-08-24 2022-06-14 深圳前海爱客风信息技术有限公司 Image identification method based on multi-subject detection segmentation
CN113642537B (en) * 2021-10-14 2022-01-04 武汉大学 Medical image recognition method and device, computer equipment and storage medium
CN113920140B (en) * 2021-11-12 2022-04-19 哈尔滨市科佳通用机电股份有限公司 Wagon pipe cover falling fault identification method based on deep learning
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Also Published As

Publication number Publication date
EP3819822A1 (en) 2021-05-12
CN109670532A (en) 2019-04-23
US20210224998A1 (en) 2021-07-22
CN109670532B (en) 2022-12-09
WO2020103676A1 (en) 2020-05-28
US11869227B2 (en) 2024-01-09

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